Why Pure AI Agents Fail in B2B (and How To Build Deterministic Workflows) | HackerNoon

Pure LLM agents struggle in B2B environments because flexibility comes at the cost of predictability; separating decision-making from execution through structured workflows makes AI systems reliable, testable, and commercially viable.